2. An audio signal m(t) is to be digitized using a non-uniform PCM encoding scheme. The bandwidth of the signal is 10 KHz, and the signal is to be quantized using a uniform quantization scheme for each of two ranges of the signal but with a different step size. Let mp = max |m(t)| be the peak value of m(t), and let ms = m(kT) be a sample of m(t). If |ms| ? mp/2 then the quantization error should be less than 0.1% of the peak, mp, otherwise the quantization error should be less than 0.4% of the peak. a) Determine a quantization scheme by listing all the threshold values; that is, specify the characteristics of the quantizer by giving the the output quantized level versus the input analog voltage level for each value of the sample. b) Assign a unique binary code to the quantized levels. What is the number of bits per sample? c) Determine the bit rate for the digitized speech signal assuming a 20% oversampling rate in order to facilitate the filtering during signal reconstruction.
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Adi S.
A voice signal whose frequency domain response is given in Fig. 1(a) with a following probability distribution function given in Fig. 1(b) which is applied to the PCM system. A speech signal has a total duration of 10 s in time domain. It is ideally sampled at the Nyquist rate with a guard band of 1.6 kHz. The uniform quantization method is utilized and then a proper encoding is performed. a) Find the minimum sampling frequency. b) Sketch the Fourier transform of the sampled signal (Xs(f)). c) Find a. d) The signal-to-(quantization) noise ratio (SQNR) is required to be minimum 40 dB. Find the smallest value of number of quantization levels Q and the corresponding smallest value of number of bits n that yields SQNR>=40 dB. (HINT: If Q > 100, it can be assumed that the quantization noise has uniform distribution.) e) If there is an increase in n by one, find the SQNR. f) Calculate the minimum storage capacity needed to accommodate this digitized speech signal.
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